learn-codebase: The anti-vibe-coding skill. A Socratic tutor that teaches you codebases through questioning and active recall

by ktaletsk · Claude Skill · ★ 86

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install learn-codebase

npx skills add ktaletsk/learn-codebase -g
npx skills add ktaletsk/learn-codebase

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 68/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

active-recallagent-skillclaude-skillcode-comprehensiondeveloper-toolseducationlearningonboardingsocratic-methodspaced-repetition

Quick Facts

Stars86
Forks3
CategoryClaude Skill
LicenseMIT
Quality Score68/100
Open Issues4
Last Updated2026-10-18
Created2026-01-23
Platformsclaude-code
Est. Tokens~8k

About learn-codebase

The anti-vibe-coding skill. A Socratic tutor that teaches you codebases through questioning and active recall — because on mature projects, understanding matters more than speed. For onboarding to a large repo, preparing a PR, or working on legacy code without pretending you understand it.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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